Wouldn’t one of the options (cost notwithstanding and assuming you don’t really need to customise the underlying virtual Compute Engine too much) instead be to use Google’s Cloud Datalab which has the advantage of it being serverless too ?

https://cloud.google.com/datalab/#:~:targetText=Cloud%20Datalab%20is%20a%20powerful,on%20your%20data%20science%20tasks.